Training in progress, step 5000, checkpoint
Browse files- .gitattributes +1 -0
- checkpoint-5000/config.json +35 -0
- checkpoint-5000/model.safetensors +3 -0
- checkpoint-5000/optimizer.pt +3 -0
- checkpoint-5000/rng_state.pth +3 -0
- checkpoint-5000/scheduler.pt +3 -0
- checkpoint-5000/sentencepiece.bpe.model +3 -0
- checkpoint-5000/special_tokens_map.json +51 -0
- checkpoint-5000/tokenizer.json +3 -0
- checkpoint-5000/tokenizer_config.json +59 -0
- checkpoint-5000/trainer_state.json +164 -0
- checkpoint-5000/training_args.bin +3 -0
.gitattributes
CHANGED
|
@@ -38,3 +38,4 @@ checkpoint-1000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
|
| 38 |
checkpoint-2000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
| 39 |
checkpoint-3000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
| 40 |
checkpoint-4000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
| 38 |
checkpoint-2000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
| 39 |
checkpoint-3000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
| 40 |
checkpoint-4000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
| 41 |
+
checkpoint-5000/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
checkpoint-5000/config.json
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"XLMRobertaForTokenClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"bos_token_id": 0,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"dtype": "float32",
|
| 9 |
+
"eos_token_id": 2,
|
| 10 |
+
"hidden_act": "gelu",
|
| 11 |
+
"hidden_dropout_prob": 0.1,
|
| 12 |
+
"hidden_size": 768,
|
| 13 |
+
"id2label": {
|
| 14 |
+
"0": "B",
|
| 15 |
+
"1": "I"
|
| 16 |
+
},
|
| 17 |
+
"initializer_range": 0.02,
|
| 18 |
+
"intermediate_size": 3072,
|
| 19 |
+
"label2id": {
|
| 20 |
+
"B": 0,
|
| 21 |
+
"I": 1
|
| 22 |
+
},
|
| 23 |
+
"layer_norm_eps": 1e-05,
|
| 24 |
+
"max_position_embeddings": 514,
|
| 25 |
+
"model_type": "xlm-roberta",
|
| 26 |
+
"num_attention_heads": 12,
|
| 27 |
+
"num_hidden_layers": 12,
|
| 28 |
+
"output_past": true,
|
| 29 |
+
"pad_token_id": 1,
|
| 30 |
+
"position_embedding_type": "absolute",
|
| 31 |
+
"transformers_version": "4.57.1",
|
| 32 |
+
"type_vocab_size": 1,
|
| 33 |
+
"use_cache": true,
|
| 34 |
+
"vocab_size": 250002
|
| 35 |
+
}
|
checkpoint-5000/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e6851475dfa56e9957fd24aade53eafba9396483c39126f3a7f15f28895d6c4a
|
| 3 |
+
size 1109842416
|
checkpoint-5000/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ed4b971f10987f9f8112a3f7cb853f00311d991a94dd40298602e8ad9be5817c
|
| 3 |
+
size 2219806475
|
checkpoint-5000/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a3760687201e034be1d18b3c7d13e26fffba00327ba9efc9a6e351387437b5d5
|
| 3 |
+
size 14645
|
checkpoint-5000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:04d605f989c5d7f32ffff8c53ce9519b2220a388177fad64cbe7eae449887205
|
| 3 |
+
size 1465
|
checkpoint-5000/sentencepiece.bpe.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
|
| 3 |
+
size 5069051
|
checkpoint-5000/special_tokens_map.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"cls_token": {
|
| 10 |
+
"content": "<s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"eos_token": {
|
| 17 |
+
"content": "</s>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"mask_token": {
|
| 24 |
+
"content": "<mask>",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"pad_token": {
|
| 31 |
+
"content": "<pad>",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": false,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
},
|
| 37 |
+
"sep_token": {
|
| 38 |
+
"content": "</s>",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": false,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false
|
| 43 |
+
},
|
| 44 |
+
"unk_token": {
|
| 45 |
+
"content": "<unk>",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": false,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false
|
| 50 |
+
}
|
| 51 |
+
}
|
checkpoint-5000/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8373f9cd3d27591e1924426bcc1c8799bc5a9affc4fc857982c5d66668dd1f41
|
| 3 |
+
size 17082832
|
checkpoint-5000/tokenizer_config.json
ADDED
|
@@ -0,0 +1,59 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<s>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "<pad>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "</s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "<unk>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"250001": {
|
| 36 |
+
"content": "<mask>",
|
| 37 |
+
"lstrip": true,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"bos_token": "<s>",
|
| 45 |
+
"clean_up_tokenization_spaces": false,
|
| 46 |
+
"cls_token": "<s>",
|
| 47 |
+
"eos_token": "</s>",
|
| 48 |
+
"extra_special_tokens": {},
|
| 49 |
+
"mask_token": "<mask>",
|
| 50 |
+
"max_length": 512,
|
| 51 |
+
"model_max_length": 512,
|
| 52 |
+
"pad_token": "<pad>",
|
| 53 |
+
"sep_token": "</s>",
|
| 54 |
+
"stride": 0,
|
| 55 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
| 56 |
+
"truncation_side": "right",
|
| 57 |
+
"truncation_strategy": "longest_first",
|
| 58 |
+
"unk_token": "<unk>"
|
| 59 |
+
}
|
checkpoint-5000/trainer_state.json
ADDED
|
@@ -0,0 +1,164 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 5000,
|
| 3 |
+
"best_metric": 0.11183962970972061,
|
| 4 |
+
"best_model_checkpoint": "myanmar_text_segmentation_model/checkpoint-5000",
|
| 5 |
+
"epoch": 0.4594321418726454,
|
| 6 |
+
"eval_steps": 1000,
|
| 7 |
+
"global_step": 5000,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.04594321418726454,
|
| 14 |
+
"grad_norm": 0.577109158039093,
|
| 15 |
+
"learning_rate": 1.9816594688964442e-05,
|
| 16 |
+
"loss": 0.1144,
|
| 17 |
+
"step": 500
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.09188642837452908,
|
| 21 |
+
"grad_norm": 0.8819814324378967,
|
| 22 |
+
"learning_rate": 1.9632821832215383e-05,
|
| 23 |
+
"loss": 0.1133,
|
| 24 |
+
"step": 1000
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 0.09188642837452908,
|
| 28 |
+
"eval_accuracy": 0.9564004775738034,
|
| 29 |
+
"eval_f1": 0.7581789101913106,
|
| 30 |
+
"eval_loss": 0.11448723077774048,
|
| 31 |
+
"eval_precision": 0.7703745996379334,
|
| 32 |
+
"eval_recall": 0.7463633395484631,
|
| 33 |
+
"eval_runtime": 465.4607,
|
| 34 |
+
"eval_samples_per_second": 61.528,
|
| 35 |
+
"eval_steps_per_second": 1.231,
|
| 36 |
+
"step": 1000
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 0.1378296425617936,
|
| 40 |
+
"grad_norm": 0.5137984156608582,
|
| 41 |
+
"learning_rate": 1.9449048975466325e-05,
|
| 42 |
+
"loss": 0.1119,
|
| 43 |
+
"step": 1500
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"epoch": 0.18377285674905816,
|
| 47 |
+
"grad_norm": 0.6753482222557068,
|
| 48 |
+
"learning_rate": 1.9265276118717266e-05,
|
| 49 |
+
"loss": 0.1115,
|
| 50 |
+
"step": 2000
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"epoch": 0.18377285674905816,
|
| 54 |
+
"eval_accuracy": 0.9565513036953667,
|
| 55 |
+
"eval_f1": 0.7631813253052621,
|
| 56 |
+
"eval_loss": 0.11509840190410614,
|
| 57 |
+
"eval_precision": 0.7619568901058112,
|
| 58 |
+
"eval_recall": 0.7644097020785157,
|
| 59 |
+
"eval_runtime": 471.4797,
|
| 60 |
+
"eval_samples_per_second": 60.743,
|
| 61 |
+
"eval_steps_per_second": 1.215,
|
| 62 |
+
"step": 2000
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"epoch": 0.2297160709363227,
|
| 66 |
+
"grad_norm": 0.46862444281578064,
|
| 67 |
+
"learning_rate": 1.9081503261968207e-05,
|
| 68 |
+
"loss": 0.1083,
|
| 69 |
+
"step": 2500
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 0.2756592851235872,
|
| 73 |
+
"grad_norm": 0.6514066457748413,
|
| 74 |
+
"learning_rate": 1.889773040521915e-05,
|
| 75 |
+
"loss": 0.1085,
|
| 76 |
+
"step": 3000
|
| 77 |
+
},
|
| 78 |
+
{
|
| 79 |
+
"epoch": 0.2756592851235872,
|
| 80 |
+
"eval_accuracy": 0.955793370748351,
|
| 81 |
+
"eval_f1": 0.7617613129080717,
|
| 82 |
+
"eval_loss": 0.11627302318811417,
|
| 83 |
+
"eval_precision": 0.7514122514122514,
|
| 84 |
+
"eval_recall": 0.7723994268768838,
|
| 85 |
+
"eval_runtime": 464.541,
|
| 86 |
+
"eval_samples_per_second": 61.65,
|
| 87 |
+
"eval_steps_per_second": 1.233,
|
| 88 |
+
"step": 3000
|
| 89 |
+
},
|
| 90 |
+
{
|
| 91 |
+
"epoch": 0.3216024993108518,
|
| 92 |
+
"grad_norm": 0.5837205052375793,
|
| 93 |
+
"learning_rate": 1.8713957548470093e-05,
|
| 94 |
+
"loss": 0.1068,
|
| 95 |
+
"step": 3500
|
| 96 |
+
},
|
| 97 |
+
{
|
| 98 |
+
"epoch": 0.3675457134981163,
|
| 99 |
+
"grad_norm": 0.590044379234314,
|
| 100 |
+
"learning_rate": 1.8530184691721034e-05,
|
| 101 |
+
"loss": 0.1076,
|
| 102 |
+
"step": 4000
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"epoch": 0.3675457134981163,
|
| 106 |
+
"eval_accuracy": 0.9567566300121167,
|
| 107 |
+
"eval_f1": 0.7569129075628852,
|
| 108 |
+
"eval_loss": 0.11681018769741058,
|
| 109 |
+
"eval_precision": 0.7790560842692136,
|
| 110 |
+
"eval_recall": 0.7359936967250493,
|
| 111 |
+
"eval_runtime": 464.1614,
|
| 112 |
+
"eval_samples_per_second": 61.701,
|
| 113 |
+
"eval_steps_per_second": 1.234,
|
| 114 |
+
"step": 4000
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 0.41348892768538087,
|
| 118 |
+
"grad_norm": 0.43107616901397705,
|
| 119 |
+
"learning_rate": 1.8346411834971975e-05,
|
| 120 |
+
"loss": 0.1071,
|
| 121 |
+
"step": 4500
|
| 122 |
+
},
|
| 123 |
+
{
|
| 124 |
+
"epoch": 0.4594321418726454,
|
| 125 |
+
"grad_norm": 0.6132990121841431,
|
| 126 |
+
"learning_rate": 1.8162638978222916e-05,
|
| 127 |
+
"loss": 0.1056,
|
| 128 |
+
"step": 5000
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 0.4594321418726454,
|
| 132 |
+
"eval_accuracy": 0.9576032842071108,
|
| 133 |
+
"eval_f1": 0.7661190672004459,
|
| 134 |
+
"eval_loss": 0.11183962970972061,
|
| 135 |
+
"eval_precision": 0.7719609680194174,
|
| 136 |
+
"eval_recall": 0.7603649207638403,
|
| 137 |
+
"eval_runtime": 473.1438,
|
| 138 |
+
"eval_samples_per_second": 60.529,
|
| 139 |
+
"eval_steps_per_second": 1.211,
|
| 140 |
+
"step": 5000
|
| 141 |
+
}
|
| 142 |
+
],
|
| 143 |
+
"logging_steps": 500,
|
| 144 |
+
"max_steps": 54415,
|
| 145 |
+
"num_input_tokens_seen": 0,
|
| 146 |
+
"num_train_epochs": 5,
|
| 147 |
+
"save_steps": 1000,
|
| 148 |
+
"stateful_callbacks": {
|
| 149 |
+
"TrainerControl": {
|
| 150 |
+
"args": {
|
| 151 |
+
"should_epoch_stop": false,
|
| 152 |
+
"should_evaluate": false,
|
| 153 |
+
"should_log": false,
|
| 154 |
+
"should_save": true,
|
| 155 |
+
"should_training_stop": false
|
| 156 |
+
},
|
| 157 |
+
"attributes": {}
|
| 158 |
+
}
|
| 159 |
+
},
|
| 160 |
+
"total_flos": 5.82981898783398e+16,
|
| 161 |
+
"train_batch_size": 50,
|
| 162 |
+
"trial_name": null,
|
| 163 |
+
"trial_params": null
|
| 164 |
+
}
|
checkpoint-5000/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7075637656e60ad208ce432f8d752d195360885c38d2b55116963dc13f52450d
|
| 3 |
+
size 5841
|